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Sifan Zhou — most-cited papers & profile · Multimodal

← authors · overview

Sifan Zhou

4 papers · 32 citations · 12 h-index

Southeast University · Carnegie Mellon University · Southeast University

Google Scholar ↗Semantic Scholar ↗OpenAlex ↗

Most-cited papers

VisNec: Measuring and Leveraging Visual Necessity for Multimodal Instruction Tuning
2026

Top co-authors

Bin Ren · 1 Hongyi Cai · 1 Jie Li · 1 Kunyu Peng · 1 Mingkang Dong · 1 Yuqian Fu · 1

Topics

Instruction Tuning Visual QA & Reasoning Audio-Visual Vision-Language Models